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ML Ops Technical Specialist - DevOps, Python

India

Job Description

ML Ops Technical Specialist - DevOps, Python

Hyderabad, Telangana

Job Summary

Seeking a highly skilled Senior AI Automation Engineer / Technical Lead to design, develop, and deploy intelligent automation solutions for release gating, production issue prevention, ticket auto-resolution, SRE analytics, and Agentic AI-based self-healing systems. The candidate will drive innovation initiatives that improve production quality, reduce defect leakage, automate operational activities, and enhance customer experience through AI-powered decision-making and workflow automation.

Key Responsibilities

1. Architect and implement ML Ops solutions using Python, MLflow, Kubeflow Pipelines, and TFX to automate model training, deployment, and monitoring processes.
2. Design and manage CI/CD pipelines for ML projects utilizing Jenkins, GitLab CI/CD, CircleCI, and GitHub Actions to ensure seamless integration and delivery of machine learning models.
3. Develop infrastructure-as-code templates with Terraform and AWS CloudFormation to provision and manage scalable cloud environments for ML workloads.
4. Integrate monitoring and logging solutions using Prometheus, Grafana, ELK Stack, and Fluentd to enable real-time performance tracking and issue resolution for ML systems.
5. Lead the adoption of DevOps practices by configuring version control systems such as Git, GitHub, GitLab, and Bitbucket for collaborative development and reproducibility.
6. Serve as a technical SME for ML Ops, providing guidance on best practices, tool selection, and workflow optimization within the team.
7. Mentor and train team members on ML Ops tools, automation strategies, and cloud-native ML pipeline development to build technical capability and mitigate delivery risks.
8. Review and validate project deliverables to ensure alignment with client specifications, quality standards, and industry benchmarks.
9. Recommend and implement client-focused value creation initiatives by leveraging advanced ML Ops frameworks and industry best practices.

Skill Requirements





Mandatory Technical Skills

AI / GenAI / Agentic AI

Hands-on Agentic AI implementation experience

Agentic AI architecture and orchestration

Multi-Agent Systems

LLM integration (Azure OpenAI, OpenAI, Anthropic, etc.)

Prompt Engineering

Retrieval Augmented Generation (RAG)

Knowledge Graphs

Vector Databases

AI Feedback Loop implementation

Self-learning AI systems

Autonomous ticket triaging and resolution agents

Experience: 3+ years in AI/ML and 1+ year in Agentic AI solutions

Python, ML Pipelines, DevOps, Cloud

Other Requirements

1. Optional but valuable:
2. AWS Certified Machine Learning � Specialty
3. - Google Qualified Machine Learning Engineer
4. - HashiCorp Certified: Terraform Associat

Information at a Glance

Why HCLTech?

At HCLTech, you'll supercharge your potential. You'll find your career. And you'll find your spark. All at a place that knows that helping its customers stay on top starts by putting its people first.

HCLTech is a global technology company, home to more than 223,000 people across 60 countries, delivering industry-leading capabilities centered around digital, engineering, cloud and AI, powered by a broad portfolio of technology services and products. We work with clients across all major verticals, providing industry solutions for Financial Services, Manufacturing, Life Sciences and Healthcare, Technology and Services, Telecom and Media, Retail and CPG, and Public Services. Consolidated revenues as of 12 months ending June 2026 totaled $14.8 billion.

Copyright © 2026 HCL Technologies Limited

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📌 ML Ops Technical Specialist - DevOps, Python (India)
🏢 HCLTech
📍 India